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Frederik Kratzert

Google Research, Tel-Aviv, Israel

Caravan MultiMet: Extending Caravan with Multiple Weather Nowcasts and Forecasts

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Nov 14, 2024
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AI Increases Global Access to Reliable Flood Forecasts

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Aug 10, 2023
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Flood forecasting with machine learning models in an operational framework

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Nov 04, 2021
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MC-LSTM: Mass-Conserving LSTM

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Feb 08, 2021
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Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling

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Dec 15, 2020
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Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network

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Oct 15, 2020
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HydroNets: Leveraging River Structure for Hydrologic Modeling

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Jul 01, 2020
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Using LSTMs for climate change assessment studies on droughts and floods

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Nov 28, 2019
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Accurate Hydrologic Modeling Using Less Information

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Nov 21, 2019
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Benchmarking a Catchment-Aware Long Short-Term Memory Network (LSTM) for Large-Scale Hydrological Modeling

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Jul 19, 2019
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